@article{enhancingtransformerbasedfoundationmodel, title = {Enhancing Transformer-Based Foundation Models for Time Series Forecasting via Bagging, Boosting and Statistical Ensembles}, author = {Dhruv D. Modi and Rong Pan}, year = {2025}, eprint = {2508.16641}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.16641}, }